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tests/testthat/_snaps/make_emc.md
In EMC2: Bayesian Hierarchical Analysis of Cognitive Models of Choice
make_emc
Code
str(emc, give.attr = F)
Output
List of 3
$ :List of 12
..$ data :List of 19
.. ..$ as1t:'data.frame': 1620 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "as1t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 1 1 1 1 3 3 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 2 2 1 1 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 2 2 1 1 ...
.. .. ..$ rt : num [1:1620] 0.44 0.44 0.5 0.5 0.32 0.32 0.48 0.48 0.34 0.34 ...
.. .. ..$ trials : int [1:1620] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1620] FALSE TRUE FALSE TRUE TRUE FALSE ...
.. ..$ bd6t:'data.frame': 1698 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "bd6t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 2 2 2 2 2 2 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 1 1 1 1 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 1 1 1 1 1 1 2 2 ...
.. .. ..$ rt : num [1:1698] 0.32 0.32 0.4 0.4 0.4 0.4 0.42 0.42 0.34 0.34 ...
.. .. ..$ trials : int [1:1698] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1698] FALSE TRUE TRUE FALSE TRUE FALSE ...
.. ..$ bl1t:'data.frame': 1686 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "bl1t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 2 2 2 2 2 2 3 3 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 2 2 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 2 2 2 2 ...
.. .. ..$ rt : num [1:1686] 0.46 0.46 0.52 0.52 0.46 0.46 0.48 0.48 0.44 0.44 ...
.. .. ..$ trials : int [1:1686] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1686] FALSE TRUE FALSE TRUE TRUE FALSE ...
.. ..$ hsft:'data.frame': 1696 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "hsft": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 2 2 2 2 3 3 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 1 1 2 2 ...
.. .. ..$ rt : num [1:1696] 0.48 0.48 0.4 0.4 0.48 0.48 0.44 0.44 0.48 0.48 ...
.. .. ..$ trials : int [1:1696] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1696] TRUE FALSE TRUE FALSE FALSE TRUE ...
.. ..$ hsgt:'data.frame': 1698 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "hsgt": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 1 1 1 1 1 1 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 2 2 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 2 2 1 1 2 2 2 2 ...
.. .. ..$ rt : num [1:1698] 0.36 0.36 0.34 0.34 0.32 0.32 0.42 0.42 0.32 0.32 ...
.. .. ..$ trials : int [1:1698] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1698] TRUE FALSE FALSE TRUE TRUE FALSE ...
.. ..$ kd6t:'data.frame': 1698 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "kd6t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 1 1 3 3 1 1 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 2 2 2 2 1 1 1 1 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 2 2 1 1 1 1 1 1 ...
.. .. ..$ rt : num [1:1698] 0.36 0.36 0.44 0.44 0.36 0.36 0.44 0.44 0.42 0.42 ...
.. .. ..$ trials : int [1:1698] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1698] TRUE FALSE FALSE TRUE TRUE FALSE ...
.. ..$ kd9t:'data.frame': 1698 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "kd9t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 2 2 1 1 2 2 3 3 1 1 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ rt : num [1:1698] 0.68 0.68 0.74 0.74 0.64 0.64 0.5 0.5 0.48 0.48 ...
.. .. ..$ trials : int [1:1698] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1698] FALSE TRUE FALSE TRUE FALSE TRUE ...
.. ..$ kh6t:'data.frame': 1674 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "kh6t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 2 2 3 3 3 3 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 1 1 1 1 2 2 2 2 ...
.. .. ..$ rt : num [1:1674] 0.36 0.36 0.58 0.58 0.48 0.48 1.26 1.26 0.7 0.7 ...
.. .. ..$ trials : int [1:1674] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1674] FALSE TRUE TRUE FALSE TRUE FALSE ...
.. ..$ kmat:'data.frame': 1692 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "kmat": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 2 2 3 3 2 2 1 1 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 2 2 2 2 ...
.. .. ..$ rt : num [1:1692] 0.42 0.42 0.48 0.48 0.34 0.34 0.3 0.3 0.42 0.42 ...
.. .. ..$ trials : int [1:1692] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1692] FALSE TRUE FALSE TRUE FALSE TRUE ...
.. ..$ ku4t:'data.frame': 1690 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "ku4t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 1 1 3 3 3 3 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 2 2 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 2 2 2 2 ...
.. .. ..$ rt : num [1:1690] 0.4 0.4 0.32 0.32 0.32 0.32 0.4 0.4 0.3 0.3 ...
.. .. ..$ trials : int [1:1690] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1690] TRUE FALSE TRUE FALSE TRUE FALSE ...
.. ..$ na1t:'data.frame': 1696 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "na1t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 3 3 2 2 2 2 1 1 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ rt : num [1:1696] 0.4 0.4 0.38 0.38 0.42 0.42 0.38 0.38 0.32 0.32 ...
.. .. ..$ trials : int [1:1696] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1696] FALSE TRUE FALSE TRUE FALSE TRUE ...
.. ..$ rmbt:'data.frame': 1662 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "rmbt": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 2 2 2 2 2 2 2 2 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 2 2 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 2 2 2 2 ...
.. .. ..$ rt : num [1:1662] 0.34 0.34 0.38 0.38 0.52 0.52 0.5 0.5 0.52 0.52 ...
.. .. ..$ trials : int [1:1662] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1662] TRUE FALSE TRUE FALSE TRUE FALSE ...
.. ..$ rt2t:'data.frame': 1684 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "rt2t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 2 2 3 3 1 1 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ rt : num [1:1684] 0.56 0.56 0.34 0.34 0.38 0.38 0.36 0.36 0.42 0.42 ...
.. .. ..$ trials : int [1:1684] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1684] TRUE FALSE TRUE FALSE TRUE FALSE ...
.. ..$ rt3t:'data.frame': 1686 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "rt3t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 3 3 2 2 3 3 1 1 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ rt : num [1:1686] 0.44 0.44 0.62 0.62 0.4 0.4 0.38 0.38 0.54 0.54 ...
.. .. ..$ trials : int [1:1686] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1686] FALSE TRUE FALSE TRUE FALSE TRUE ...
.. ..$ rt5t:'data.frame': 1382 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "rt5t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 2 2 2 2 1 1 2 2 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 2 2 ...
.. .. ..$ rt : num [1:1382] 0.46 0.46 0.48 0.48 0.36 0.36 0.42 0.42 0.52 0.52 ...
.. .. ..$ trials : int [1:1382] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1382] TRUE FALSE TRUE FALSE TRUE FALSE ...
.. ..$ scat:'data.frame': 1698 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "scat": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 1 1 2 2 1 1 1 1 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 1 1 1 1 ...
.. .. ..$ rt : num [1:1698] 0.52 0.52 0.46 0.46 0.38 0.38 0.32 0.32 0.36 0.36 ...
.. .. ..$ trials : int [1:1698] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1698] TRUE FALSE TRUE FALSE FALSE TRUE ...
.. ..$ ta5t:'data.frame': 1690 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "ta5t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 3 3 3 3 1 1 1 1 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ rt : num [1:1690] 0.52 0.52 0.48 0.48 0.48 0.48 0.42 0.42 0.3 0.3 ...
.. .. ..$ trials : int [1:1690] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1690] TRUE FALSE TRUE FALSE TRUE FALSE ...
.. ..$ vf1t:'data.frame': 1676 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "vf1t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 1 1 1 1 1 1 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 2 2 2 2 2 2 1 1 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 2 2 2 2 2 2 1 1 ...
.. .. ..$ rt : num [1:1676] 0.52 0.52 0.38 0.38 0.32 0.32 0.34 0.34 0.42 0.42 ...
.. .. ..$ trials : int [1:1676] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1676] TRUE FALSE FALSE TRUE FALSE TRUE ...
.. ..$ zk1t:'data.frame': 1612 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "zk1t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 2 2 3 3 3 3 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 2 2 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 2 2 2 2 1 1 1 1 ...
.. .. ..$ rt : num [1:1612] 0.34 0.34 0.5 0.5 0.48 0.48 0.44 0.44 0.32 0.32 ...
.. .. ..$ trials : int [1:1612] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1612] TRUE FALSE FALSE TRUE FALSE TRUE ...
..$ par_names : chr [1:7] "v" "B" "B_Eneutral" "B_Eaccuracy" ...
..$ subjects : num [1:19] 1 2 3 4 5 6 7 8 9 10 ...
..$ n_pars : int 7
..$ nuisance : logi [1:7] FALSE FALSE FALSE FALSE FALSE FALSE ...
..$ n_subjects : int 19
..$ samples :List of 6
.. ..$ theta_mu : num [1:7, 1] NA NA NA NA NA NA NA
.. ..$ theta_var: num [1:7, 1:7, 1] NA NA NA NA NA NA NA NA NA NA ...
.. ..$ a_half : num [1:7, 1] NA NA NA NA NA NA NA
.. ..$ alpha : num [1:7, 1:19, 1] NA NA NA NA NA NA NA NA NA NA ...
.. ..$ stage : chr [1(1d)] "init"
.. ..$ subj_ll : num [1:19, 1] NA NA NA NA NA NA NA NA NA NA ...
..$ sampler_nuis: NULL
..$ type : chr "standard"
..$ init : logi FALSE
..$ prior :List of 5
.. ..$ theta_mu_mean : Named num [1:7] 1 -0.693 0.405 0.693 0 ...
.. ..$ theta_mu_var : num [1:7, 1:7] 1 0 0 0 0 0 0 0 0.09 0 ...
.. ..$ v : num 2
.. ..$ A : Named num [1:7] 0.3 0.3 0.3 0.3 0.3 0.3 0.3
.. ..$ theta_mu_invar: num [1:7, 1:7] 1 0 0 0 0 ...
..$ model :function ()
$ :List of 12
..$ data :List of 19
.. ..$ as1t:'data.frame': 1620 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "as1t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 1 1 1 1 3 3 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 2 2 1 1 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 2 2 1 1 ...
.. .. ..$ rt : num [1:1620] 0.44 0.44 0.5 0.5 0.32 0.32 0.48 0.48 0.34 0.34 ...
.. .. ..$ trials : int [1:1620] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1620] FALSE TRUE FALSE TRUE TRUE FALSE ...
.. ..$ bd6t:'data.frame': 1698 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "bd6t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 2 2 2 2 2 2 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 1 1 1 1 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 1 1 1 1 1 1 2 2 ...
.. .. ..$ rt : num [1:1698] 0.32 0.32 0.4 0.4 0.4 0.4 0.42 0.42 0.34 0.34 ...
.. .. ..$ trials : int [1:1698] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1698] FALSE TRUE TRUE FALSE TRUE FALSE ...
.. ..$ bl1t:'data.frame': 1686 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "bl1t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 2 2 2 2 2 2 3 3 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 2 2 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 2 2 2 2 ...
.. .. ..$ rt : num [1:1686] 0.46 0.46 0.52 0.52 0.46 0.46 0.48 0.48 0.44 0.44 ...
.. .. ..$ trials : int [1:1686] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1686] FALSE TRUE FALSE TRUE TRUE FALSE ...
.. ..$ hsft:'data.frame': 1696 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "hsft": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 2 2 2 2 3 3 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 1 1 2 2 ...
.. .. ..$ rt : num [1:1696] 0.48 0.48 0.4 0.4 0.48 0.48 0.44 0.44 0.48 0.48 ...
.. .. ..$ trials : int [1:1696] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1696] TRUE FALSE TRUE FALSE FALSE TRUE ...
.. ..$ hsgt:'data.frame': 1698 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "hsgt": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 1 1 1 1 1 1 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 2 2 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 2 2 1 1 2 2 2 2 ...
.. .. ..$ rt : num [1:1698] 0.36 0.36 0.34 0.34 0.32 0.32 0.42 0.42 0.32 0.32 ...
.. .. ..$ trials : int [1:1698] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1698] TRUE FALSE FALSE TRUE TRUE FALSE ...
.. ..$ kd6t:'data.frame': 1698 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "kd6t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 1 1 3 3 1 1 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 2 2 2 2 1 1 1 1 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 2 2 1 1 1 1 1 1 ...
.. .. ..$ rt : num [1:1698] 0.36 0.36 0.44 0.44 0.36 0.36 0.44 0.44 0.42 0.42 ...
.. .. ..$ trials : int [1:1698] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1698] TRUE FALSE FALSE TRUE TRUE FALSE ...
.. ..$ kd9t:'data.frame': 1698 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "kd9t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 2 2 1 1 2 2 3 3 1 1 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ rt : num [1:1698] 0.68 0.68 0.74 0.74 0.64 0.64 0.5 0.5 0.48 0.48 ...
.. .. ..$ trials : int [1:1698] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1698] FALSE TRUE FALSE TRUE FALSE TRUE ...
.. ..$ kh6t:'data.frame': 1674 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "kh6t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 2 2 3 3 3 3 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 1 1 1 1 2 2 2 2 ...
.. .. ..$ rt : num [1:1674] 0.36 0.36 0.58 0.58 0.48 0.48 1.26 1.26 0.7 0.7 ...
.. .. ..$ trials : int [1:1674] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1674] FALSE TRUE TRUE FALSE TRUE FALSE ...
.. ..$ kmat:'data.frame': 1692 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "kmat": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 2 2 3 3 2 2 1 1 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 2 2 2 2 ...
.. .. ..$ rt : num [1:1692] 0.42 0.42 0.48 0.48 0.34 0.34 0.3 0.3 0.42 0.42 ...
.. .. ..$ trials : int [1:1692] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1692] FALSE TRUE FALSE TRUE FALSE TRUE ...
.. ..$ ku4t:'data.frame': 1690 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "ku4t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 1 1 3 3 3 3 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 2 2 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 2 2 2 2 ...
.. .. ..$ rt : num [1:1690] 0.4 0.4 0.32 0.32 0.32 0.32 0.4 0.4 0.3 0.3 ...
.. .. ..$ trials : int [1:1690] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1690] TRUE FALSE TRUE FALSE TRUE FALSE ...
.. ..$ na1t:'data.frame': 1696 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "na1t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 3 3 2 2 2 2 1 1 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ rt : num [1:1696] 0.4 0.4 0.38 0.38 0.42 0.42 0.38 0.38 0.32 0.32 ...
.. .. ..$ trials : int [1:1696] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1696] FALSE TRUE FALSE TRUE FALSE TRUE ...
.. ..$ rmbt:'data.frame': 1662 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "rmbt": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 2 2 2 2 2 2 2 2 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 2 2 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 2 2 2 2 ...
.. .. ..$ rt : num [1:1662] 0.34 0.34 0.38 0.38 0.52 0.52 0.5 0.5 0.52 0.52 ...
.. .. ..$ trials : int [1:1662] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1662] TRUE FALSE TRUE FALSE TRUE FALSE ...
.. ..$ rt2t:'data.frame': 1684 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "rt2t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 2 2 3 3 1 1 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ rt : num [1:1684] 0.56 0.56 0.34 0.34 0.38 0.38 0.36 0.36 0.42 0.42 ...
.. .. ..$ trials : int [1:1684] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1684] TRUE FALSE TRUE FALSE TRUE FALSE ...
.. ..$ rt3t:'data.frame': 1686 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "rt3t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 3 3 2 2 3 3 1 1 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ rt : num [1:1686] 0.44 0.44 0.62 0.62 0.4 0.4 0.38 0.38 0.54 0.54 ...
.. .. ..$ trials : int [1:1686] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1686] FALSE TRUE FALSE TRUE FALSE TRUE ...
.. ..$ rt5t:'data.frame': 1382 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "rt5t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 2 2 2 2 1 1 2 2 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 2 2 ...
.. .. ..$ rt : num [1:1382] 0.46 0.46 0.48 0.48 0.36 0.36 0.42 0.42 0.52 0.52 ...
.. .. ..$ trials : int [1:1382] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1382] TRUE FALSE TRUE FALSE TRUE FALSE ...
.. ..$ scat:'data.frame': 1698 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "scat": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 1 1 2 2 1 1 1 1 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 1 1 1 1 ...
.. .. ..$ rt : num [1:1698] 0.52 0.52 0.46 0.46 0.38 0.38 0.32 0.32 0.36 0.36 ...
.. .. ..$ trials : int [1:1698] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1698] TRUE FALSE TRUE FALSE FALSE TRUE ...
.. ..$ ta5t:'data.frame': 1690 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "ta5t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 3 3 3 3 1 1 1 1 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ rt : num [1:1690] 0.52 0.52 0.48 0.48 0.48 0.48 0.42 0.42 0.3 0.3 ...
.. .. ..$ trials : int [1:1690] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1690] TRUE FALSE TRUE FALSE TRUE FALSE ...
.. ..$ vf1t:'data.frame': 1676 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "vf1t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 1 1 1 1 1 1 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 2 2 2 2 2 2 1 1 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 2 2 2 2 2 2 1 1 ...
.. .. ..$ rt : num [1:1676] 0.52 0.52 0.38 0.38 0.32 0.32 0.34 0.34 0.42 0.42 ...
.. .. ..$ trials : int [1:1676] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1676] TRUE FALSE FALSE TRUE FALSE TRUE ...
.. ..$ zk1t:'data.frame': 1612 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "zk1t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 2 2 3 3 3 3 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 2 2 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 2 2 2 2 1 1 1 1 ...
.. .. ..$ rt : num [1:1612] 0.34 0.34 0.5 0.5 0.48 0.48 0.44 0.44 0.32 0.32 ...
.. .. ..$ trials : int [1:1612] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1612] TRUE FALSE FALSE TRUE FALSE TRUE ...
..$ par_names : chr [1:7] "v" "B" "B_Eneutral" "B_Eaccuracy" ...
..$ subjects : num [1:19] 1 2 3 4 5 6 7 8 9 10 ...
..$ n_pars : int 7
..$ nuisance : logi [1:7] FALSE FALSE FALSE FALSE FALSE FALSE ...
..$ n_subjects : int 19
..$ samples :List of 6
.. ..$ theta_mu : num [1:7, 1] NA NA NA NA NA NA NA
.. ..$ theta_var: num [1:7, 1:7, 1] NA NA NA NA NA NA NA NA NA NA ...
.. ..$ a_half : num [1:7, 1] NA NA NA NA NA NA NA
.. ..$ alpha : num [1:7, 1:19, 1] NA NA NA NA NA NA NA NA NA NA ...
.. ..$ stage : chr [1(1d)] "init"
.. ..$ subj_ll : num [1:19, 1] NA NA NA NA NA NA NA NA NA NA ...
..$ sampler_nuis: NULL
..$ type : chr "standard"
..$ init : logi FALSE
..$ prior :List of 5
.. ..$ theta_mu_mean : Named num [1:7] 1 -0.693 0.405 0.693 0 ...
.. ..$ theta_mu_var : num [1:7, 1:7] 1 0 0 0 0 0 0 0 0.09 0 ...
.. ..$ v : num 2
.. ..$ A : Named num [1:7] 0.3 0.3 0.3 0.3 0.3 0.3 0.3
.. ..$ theta_mu_invar: num [1:7, 1:7] 1 0 0 0 0 ...
..$ model :function ()
$ :List of 12
..$ data :List of 19
.. ..$ as1t:'data.frame': 1620 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "as1t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 1 1 1 1 3 3 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 2 2 1 1 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 2 2 1 1 ...
.. .. ..$ rt : num [1:1620] 0.44 0.44 0.5 0.5 0.32 0.32 0.48 0.48 0.34 0.34 ...
.. .. ..$ trials : int [1:1620] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1620] FALSE TRUE FALSE TRUE TRUE FALSE ...
.. ..$ bd6t:'data.frame': 1698 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "bd6t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 2 2 2 2 2 2 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 1 1 1 1 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 1 1 1 1 1 1 2 2 ...
.. .. ..$ rt : num [1:1698] 0.32 0.32 0.4 0.4 0.4 0.4 0.42 0.42 0.34 0.34 ...
.. .. ..$ trials : int [1:1698] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1698] FALSE TRUE TRUE FALSE TRUE FALSE ...
.. ..$ bl1t:'data.frame': 1686 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "bl1t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 2 2 2 2 2 2 3 3 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 2 2 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 2 2 2 2 ...
.. .. ..$ rt : num [1:1686] 0.46 0.46 0.52 0.52 0.46 0.46 0.48 0.48 0.44 0.44 ...
.. .. ..$ trials : int [1:1686] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1686] FALSE TRUE FALSE TRUE TRUE FALSE ...
.. ..$ hsft:'data.frame': 1696 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "hsft": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 2 2 2 2 3 3 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 1 1 2 2 ...
.. .. ..$ rt : num [1:1696] 0.48 0.48 0.4 0.4 0.48 0.48 0.44 0.44 0.48 0.48 ...
.. .. ..$ trials : int [1:1696] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1696] TRUE FALSE TRUE FALSE FALSE TRUE ...
.. ..$ hsgt:'data.frame': 1698 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "hsgt": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 1 1 1 1 1 1 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 2 2 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 2 2 1 1 2 2 2 2 ...
.. .. ..$ rt : num [1:1698] 0.36 0.36 0.34 0.34 0.32 0.32 0.42 0.42 0.32 0.32 ...
.. .. ..$ trials : int [1:1698] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1698] TRUE FALSE FALSE TRUE TRUE FALSE ...
.. ..$ kd6t:'data.frame': 1698 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "kd6t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 1 1 3 3 1 1 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 2 2 2 2 1 1 1 1 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 2 2 1 1 1 1 1 1 ...
.. .. ..$ rt : num [1:1698] 0.36 0.36 0.44 0.44 0.36 0.36 0.44 0.44 0.42 0.42 ...
.. .. ..$ trials : int [1:1698] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1698] TRUE FALSE FALSE TRUE TRUE FALSE ...
.. ..$ kd9t:'data.frame': 1698 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "kd9t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 2 2 1 1 2 2 3 3 1 1 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ rt : num [1:1698] 0.68 0.68 0.74 0.74 0.64 0.64 0.5 0.5 0.48 0.48 ...
.. .. ..$ trials : int [1:1698] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1698] FALSE TRUE FALSE TRUE FALSE TRUE ...
.. ..$ kh6t:'data.frame': 1674 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "kh6t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 2 2 3 3 3 3 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 1 1 1 1 2 2 2 2 ...
.. .. ..$ rt : num [1:1674] 0.36 0.36 0.58 0.58 0.48 0.48 1.26 1.26 0.7 0.7 ...
.. .. ..$ trials : int [1:1674] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1674] FALSE TRUE TRUE FALSE TRUE FALSE ...
.. ..$ kmat:'data.frame': 1692 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "kmat": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 2 2 3 3 2 2 1 1 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 2 2 2 2 ...
.. .. ..$ rt : num [1:1692] 0.42 0.42 0.48 0.48 0.34 0.34 0.3 0.3 0.42 0.42 ...
.. .. ..$ trials : int [1:1692] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1692] FALSE TRUE FALSE TRUE FALSE TRUE ...
.. ..$ ku4t:'data.frame': 1690 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "ku4t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 1 1 3 3 3 3 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 2 2 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 2 2 2 2 ...
.. .. ..$ rt : num [1:1690] 0.4 0.4 0.32 0.32 0.32 0.32 0.4 0.4 0.3 0.3 ...
.. .. ..$ trials : int [1:1690] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1690] TRUE FALSE TRUE FALSE TRUE FALSE ...
.. ..$ na1t:'data.frame': 1696 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "na1t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 3 3 2 2 2 2 1 1 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ rt : num [1:1696] 0.4 0.4 0.38 0.38 0.42 0.42 0.38 0.38 0.32 0.32 ...
.. .. ..$ trials : int [1:1696] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1696] FALSE TRUE FALSE TRUE FALSE TRUE ...
.. ..$ rmbt:'data.frame': 1662 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "rmbt": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 2 2 2 2 2 2 2 2 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 2 2 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 2 2 2 2 ...
.. .. ..$ rt : num [1:1662] 0.34 0.34 0.38 0.38 0.52 0.52 0.5 0.5 0.52 0.52 ...
.. .. ..$ trials : int [1:1662] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1662] TRUE FALSE TRUE FALSE TRUE FALSE ...
.. ..$ rt2t:'data.frame': 1684 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "rt2t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 2 2 3 3 1 1 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ rt : num [1:1684] 0.56 0.56 0.34 0.34 0.38 0.38 0.36 0.36 0.42 0.42 ...
.. .. ..$ trials : int [1:1684] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1684] TRUE FALSE TRUE FALSE TRUE FALSE ...
.. ..$ rt3t:'data.frame': 1686 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "rt3t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 3 3 2 2 3 3 1 1 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ rt : num [1:1686] 0.44 0.44 0.62 0.62 0.4 0.4 0.38 0.38 0.54 0.54 ...
.. .. ..$ trials : int [1:1686] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1686] FALSE TRUE FALSE TRUE FALSE TRUE ...
.. ..$ rt5t:'data.frame': 1382 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "rt5t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 2 2 2 2 1 1 2 2 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 2 2 ...
.. .. ..$ rt : num [1:1382] 0.46 0.46 0.48 0.48 0.36 0.36 0.42 0.42 0.52 0.52 ...
.. .. ..$ trials : int [1:1382] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1382] TRUE FALSE TRUE FALSE TRUE FALSE ...
.. ..$ scat:'data.frame': 1698 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "scat": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 1 1 2 2 1 1 1 1 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 1 1 1 1 ...
.. .. ..$ rt : num [1:1698] 0.52 0.52 0.46 0.46 0.38 0.38 0.32 0.32 0.36 0.36 ...
.. .. ..$ trials : int [1:1698] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1698] TRUE FALSE TRUE FALSE FALSE TRUE ...
.. ..$ ta5t:'data.frame': 1690 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "ta5t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 3 3 3 3 1 1 1 1 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ rt : num [1:1690] 0.52 0.52 0.48 0.48 0.48 0.48 0.42 0.42 0.3 0.3 ...
.. .. ..$ trials : int [1:1690] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1690] TRUE FALSE TRUE FALSE TRUE FALSE ...
.. ..$ vf1t:'data.frame': 1676 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "vf1t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 1 1 1 1 1 1 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 2 2 2 2 2 2 1 1 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 2 2 2 2 2 2 1 1 ...
.. .. ..$ rt : num [1:1676] 0.52 0.52 0.38 0.38 0.32 0.32 0.34 0.34 0.42 0.42 ...
.. .. ..$ trials : int [1:1676] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1676] TRUE FALSE FALSE TRUE FALSE TRUE ...
.. ..$ zk1t:'data.frame': 1612 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "zk1t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 2 2 3 3 3 3 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 2 2 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 2 2 2 2 1 1 1 1 ...
.. .. ..$ rt : num [1:1612] 0.34 0.34 0.5 0.5 0.48 0.48 0.44 0.44 0.32 0.32 ...
.. .. ..$ trials : int [1:1612] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1612] TRUE FALSE FALSE TRUE FALSE TRUE ...
..$ par_names : chr [1:7] "v" "B" "B_Eneutral" "B_Eaccuracy" ...
..$ subjects : num [1:19] 1 2 3 4 5 6 7 8 9 10 ...
..$ n_pars : int 7
..$ nuisance : logi [1:7] FALSE FALSE FALSE FALSE FALSE FALSE ...
..$ n_subjects : int 19
..$ samples :List of 6
.. ..$ theta_mu : num [1:7, 1] NA NA NA NA NA NA NA
.. ..$ theta_var: num [1:7, 1:7, 1] NA NA NA NA NA NA NA NA NA NA ...
.. ..$ a_half : num [1:7, 1] NA NA NA NA NA NA NA
.. ..$ alpha : num [1:7, 1:19, 1] NA NA NA NA NA NA NA NA NA NA ...
.. ..$ stage : chr [1(1d)] "init"
.. ..$ subj_ll : num [1:19, 1] NA NA NA NA NA NA NA NA NA NA ...
..$ sampler_nuis: NULL
..$ type : chr "standard"
..$ init : logi FALSE
..$ prior :List of 5
.. ..$ theta_mu_mean : Named num [1:7] 1 -0.693 0.405 0.693 0 ...
.. ..$ theta_mu_var : num [1:7, 1:7] 1 0 0 0 0 0 0 0 0.09 0 ...
.. ..$ v : num 2
.. ..$ A : Named num [1:7] 0.3 0.3 0.3 0.3 0.3 0.3 0.3
.. ..$ theta_mu_invar: num [1:7, 1:7] 1 0 0 0 0 ...
..$ model :function ()
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EMC2 documentation built on April 11, 2025, 5:50 p.m.
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make_emc
Code
str(emc, give.attr = F)
Output
List of 3
$ :List of 12
..$ data :List of 19
.. ..$ as1t:'data.frame': 1620 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "as1t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 1 1 1 1 3 3 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 2 2 1 1 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 2 2 1 1 ...
.. .. ..$ rt : num [1:1620] 0.44 0.44 0.5 0.5 0.32 0.32 0.48 0.48 0.34 0.34 ...
.. .. ..$ trials : int [1:1620] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1620] FALSE TRUE FALSE TRUE TRUE FALSE ...
.. ..$ bd6t:'data.frame': 1698 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "bd6t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 2 2 2 2 2 2 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 1 1 1 1 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 1 1 1 1 1 1 2 2 ...
.. .. ..$ rt : num [1:1698] 0.32 0.32 0.4 0.4 0.4 0.4 0.42 0.42 0.34 0.34 ...
.. .. ..$ trials : int [1:1698] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1698] FALSE TRUE TRUE FALSE TRUE FALSE ...
.. ..$ bl1t:'data.frame': 1686 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "bl1t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 2 2 2 2 2 2 3 3 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 2 2 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 2 2 2 2 ...
.. .. ..$ rt : num [1:1686] 0.46 0.46 0.52 0.52 0.46 0.46 0.48 0.48 0.44 0.44 ...
.. .. ..$ trials : int [1:1686] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1686] FALSE TRUE FALSE TRUE TRUE FALSE ...
.. ..$ hsft:'data.frame': 1696 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "hsft": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 2 2 2 2 3 3 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 1 1 2 2 ...
.. .. ..$ rt : num [1:1696] 0.48 0.48 0.4 0.4 0.48 0.48 0.44 0.44 0.48 0.48 ...
.. .. ..$ trials : int [1:1696] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1696] TRUE FALSE TRUE FALSE FALSE TRUE ...
.. ..$ hsgt:'data.frame': 1698 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "hsgt": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 1 1 1 1 1 1 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 2 2 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 2 2 1 1 2 2 2 2 ...
.. .. ..$ rt : num [1:1698] 0.36 0.36 0.34 0.34 0.32 0.32 0.42 0.42 0.32 0.32 ...
.. .. ..$ trials : int [1:1698] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1698] TRUE FALSE FALSE TRUE TRUE FALSE ...
.. ..$ kd6t:'data.frame': 1698 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "kd6t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 1 1 3 3 1 1 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 2 2 2 2 1 1 1 1 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 2 2 1 1 1 1 1 1 ...
.. .. ..$ rt : num [1:1698] 0.36 0.36 0.44 0.44 0.36 0.36 0.44 0.44 0.42 0.42 ...
.. .. ..$ trials : int [1:1698] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1698] TRUE FALSE FALSE TRUE TRUE FALSE ...
.. ..$ kd9t:'data.frame': 1698 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "kd9t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 2 2 1 1 2 2 3 3 1 1 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ rt : num [1:1698] 0.68 0.68 0.74 0.74 0.64 0.64 0.5 0.5 0.48 0.48 ...
.. .. ..$ trials : int [1:1698] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1698] FALSE TRUE FALSE TRUE FALSE TRUE ...
.. ..$ kh6t:'data.frame': 1674 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "kh6t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 2 2 3 3 3 3 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 1 1 1 1 2 2 2 2 ...
.. .. ..$ rt : num [1:1674] 0.36 0.36 0.58 0.58 0.48 0.48 1.26 1.26 0.7 0.7 ...
.. .. ..$ trials : int [1:1674] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1674] FALSE TRUE TRUE FALSE TRUE FALSE ...
.. ..$ kmat:'data.frame': 1692 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "kmat": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 2 2 3 3 2 2 1 1 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 2 2 2 2 ...
.. .. ..$ rt : num [1:1692] 0.42 0.42 0.48 0.48 0.34 0.34 0.3 0.3 0.42 0.42 ...
.. .. ..$ trials : int [1:1692] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1692] FALSE TRUE FALSE TRUE FALSE TRUE ...
.. ..$ ku4t:'data.frame': 1690 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "ku4t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 1 1 3 3 3 3 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 2 2 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 2 2 2 2 ...
.. .. ..$ rt : num [1:1690] 0.4 0.4 0.32 0.32 0.32 0.32 0.4 0.4 0.3 0.3 ...
.. .. ..$ trials : int [1:1690] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1690] TRUE FALSE TRUE FALSE TRUE FALSE ...
.. ..$ na1t:'data.frame': 1696 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "na1t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 3 3 2 2 2 2 1 1 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ rt : num [1:1696] 0.4 0.4 0.38 0.38 0.42 0.42 0.38 0.38 0.32 0.32 ...
.. .. ..$ trials : int [1:1696] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1696] FALSE TRUE FALSE TRUE FALSE TRUE ...
.. ..$ rmbt:'data.frame': 1662 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "rmbt": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 2 2 2 2 2 2 2 2 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 2 2 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 2 2 2 2 ...
.. .. ..$ rt : num [1:1662] 0.34 0.34 0.38 0.38 0.52 0.52 0.5 0.5 0.52 0.52 ...
.. .. ..$ trials : int [1:1662] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1662] TRUE FALSE TRUE FALSE TRUE FALSE ...
.. ..$ rt2t:'data.frame': 1684 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "rt2t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 2 2 3 3 1 1 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ rt : num [1:1684] 0.56 0.56 0.34 0.34 0.38 0.38 0.36 0.36 0.42 0.42 ...
.. .. ..$ trials : int [1:1684] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1684] TRUE FALSE TRUE FALSE TRUE FALSE ...
.. ..$ rt3t:'data.frame': 1686 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "rt3t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 3 3 2 2 3 3 1 1 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ rt : num [1:1686] 0.44 0.44 0.62 0.62 0.4 0.4 0.38 0.38 0.54 0.54 ...
.. .. ..$ trials : int [1:1686] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1686] FALSE TRUE FALSE TRUE FALSE TRUE ...
.. ..$ rt5t:'data.frame': 1382 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "rt5t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 2 2 2 2 1 1 2 2 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 2 2 ...
.. .. ..$ rt : num [1:1382] 0.46 0.46 0.48 0.48 0.36 0.36 0.42 0.42 0.52 0.52 ...
.. .. ..$ trials : int [1:1382] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1382] TRUE FALSE TRUE FALSE TRUE FALSE ...
.. ..$ scat:'data.frame': 1698 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "scat": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 1 1 2 2 1 1 1 1 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 1 1 1 1 ...
.. .. ..$ rt : num [1:1698] 0.52 0.52 0.46 0.46 0.38 0.38 0.32 0.32 0.36 0.36 ...
.. .. ..$ trials : int [1:1698] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1698] TRUE FALSE TRUE FALSE FALSE TRUE ...
.. ..$ ta5t:'data.frame': 1690 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "ta5t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 3 3 3 3 1 1 1 1 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ rt : num [1:1690] 0.52 0.52 0.48 0.48 0.48 0.48 0.42 0.42 0.3 0.3 ...
.. .. ..$ trials : int [1:1690] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1690] TRUE FALSE TRUE FALSE TRUE FALSE ...
.. ..$ vf1t:'data.frame': 1676 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "vf1t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 1 1 1 1 1 1 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 2 2 2 2 2 2 1 1 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 2 2 2 2 2 2 1 1 ...
.. .. ..$ rt : num [1:1676] 0.52 0.52 0.38 0.38 0.32 0.32 0.34 0.34 0.42 0.42 ...
.. .. ..$ trials : int [1:1676] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1676] TRUE FALSE FALSE TRUE FALSE TRUE ...
.. ..$ zk1t:'data.frame': 1612 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "zk1t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 2 2 3 3 3 3 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 2 2 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 2 2 2 2 1 1 1 1 ...
.. .. ..$ rt : num [1:1612] 0.34 0.34 0.5 0.5 0.48 0.48 0.44 0.44 0.32 0.32 ...
.. .. ..$ trials : int [1:1612] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1612] TRUE FALSE FALSE TRUE FALSE TRUE ...
..$ par_names : chr [1:7] "v" "B" "B_Eneutral" "B_Eaccuracy" ...
..$ subjects : num [1:19] 1 2 3 4 5 6 7 8 9 10 ...
..$ n_pars : int 7
..$ nuisance : logi [1:7] FALSE FALSE FALSE FALSE FALSE FALSE ...
..$ n_subjects : int 19
..$ samples :List of 6
.. ..$ theta_mu : num [1:7, 1] NA NA NA NA NA NA NA
.. ..$ theta_var: num [1:7, 1:7, 1] NA NA NA NA NA NA NA NA NA NA ...
.. ..$ a_half : num [1:7, 1] NA NA NA NA NA NA NA
.. ..$ alpha : num [1:7, 1:19, 1] NA NA NA NA NA NA NA NA NA NA ...
.. ..$ stage : chr [1(1d)] "init"
.. ..$ subj_ll : num [1:19, 1] NA NA NA NA NA NA NA NA NA NA ...
..$ sampler_nuis: NULL
..$ type : chr "standard"
..$ init : logi FALSE
..$ prior :List of 5
.. ..$ theta_mu_mean : Named num [1:7] 1 -0.693 0.405 0.693 0 ...
.. ..$ theta_mu_var : num [1:7, 1:7] 1 0 0 0 0 0 0 0 0.09 0 ...
.. ..$ v : num 2
.. ..$ A : Named num [1:7] 0.3 0.3 0.3 0.3 0.3 0.3 0.3
.. ..$ theta_mu_invar: num [1:7, 1:7] 1 0 0 0 0 ...
..$ model :function ()
$ :List of 12
..$ data :List of 19
.. ..$ as1t:'data.frame': 1620 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "as1t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 1 1 1 1 3 3 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 2 2 1 1 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 2 2 1 1 ...
.. .. ..$ rt : num [1:1620] 0.44 0.44 0.5 0.5 0.32 0.32 0.48 0.48 0.34 0.34 ...
.. .. ..$ trials : int [1:1620] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1620] FALSE TRUE FALSE TRUE TRUE FALSE ...
.. ..$ bd6t:'data.frame': 1698 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "bd6t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 2 2 2 2 2 2 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 1 1 1 1 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 1 1 1 1 1 1 2 2 ...
.. .. ..$ rt : num [1:1698] 0.32 0.32 0.4 0.4 0.4 0.4 0.42 0.42 0.34 0.34 ...
.. .. ..$ trials : int [1:1698] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1698] FALSE TRUE TRUE FALSE TRUE FALSE ...
.. ..$ bl1t:'data.frame': 1686 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "bl1t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 2 2 2 2 2 2 3 3 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 2 2 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 2 2 2 2 ...
.. .. ..$ rt : num [1:1686] 0.46 0.46 0.52 0.52 0.46 0.46 0.48 0.48 0.44 0.44 ...
.. .. ..$ trials : int [1:1686] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1686] FALSE TRUE FALSE TRUE TRUE FALSE ...
.. ..$ hsft:'data.frame': 1696 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "hsft": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 2 2 2 2 3 3 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 1 1 2 2 ...
.. .. ..$ rt : num [1:1696] 0.48 0.48 0.4 0.4 0.48 0.48 0.44 0.44 0.48 0.48 ...
.. .. ..$ trials : int [1:1696] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1696] TRUE FALSE TRUE FALSE FALSE TRUE ...
.. ..$ hsgt:'data.frame': 1698 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "hsgt": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 1 1 1 1 1 1 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 2 2 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 2 2 1 1 2 2 2 2 ...
.. .. ..$ rt : num [1:1698] 0.36 0.36 0.34 0.34 0.32 0.32 0.42 0.42 0.32 0.32 ...
.. .. ..$ trials : int [1:1698] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1698] TRUE FALSE FALSE TRUE TRUE FALSE ...
.. ..$ kd6t:'data.frame': 1698 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "kd6t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 1 1 3 3 1 1 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 2 2 2 2 1 1 1 1 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 2 2 1 1 1 1 1 1 ...
.. .. ..$ rt : num [1:1698] 0.36 0.36 0.44 0.44 0.36 0.36 0.44 0.44 0.42 0.42 ...
.. .. ..$ trials : int [1:1698] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1698] TRUE FALSE FALSE TRUE TRUE FALSE ...
.. ..$ kd9t:'data.frame': 1698 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "kd9t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 2 2 1 1 2 2 3 3 1 1 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ rt : num [1:1698] 0.68 0.68 0.74 0.74 0.64 0.64 0.5 0.5 0.48 0.48 ...
.. .. ..$ trials : int [1:1698] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1698] FALSE TRUE FALSE TRUE FALSE TRUE ...
.. ..$ kh6t:'data.frame': 1674 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "kh6t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 2 2 3 3 3 3 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 1 1 1 1 2 2 2 2 ...
.. .. ..$ rt : num [1:1674] 0.36 0.36 0.58 0.58 0.48 0.48 1.26 1.26 0.7 0.7 ...
.. .. ..$ trials : int [1:1674] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1674] FALSE TRUE TRUE FALSE TRUE FALSE ...
.. ..$ kmat:'data.frame': 1692 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "kmat": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 2 2 3 3 2 2 1 1 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 2 2 2 2 ...
.. .. ..$ rt : num [1:1692] 0.42 0.42 0.48 0.48 0.34 0.34 0.3 0.3 0.42 0.42 ...
.. .. ..$ trials : int [1:1692] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1692] FALSE TRUE FALSE TRUE FALSE TRUE ...
.. ..$ ku4t:'data.frame': 1690 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "ku4t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 1 1 3 3 3 3 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 2 2 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 2 2 2 2 ...
.. .. ..$ rt : num [1:1690] 0.4 0.4 0.32 0.32 0.32 0.32 0.4 0.4 0.3 0.3 ...
.. .. ..$ trials : int [1:1690] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1690] TRUE FALSE TRUE FALSE TRUE FALSE ...
.. ..$ na1t:'data.frame': 1696 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "na1t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 3 3 2 2 2 2 1 1 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ rt : num [1:1696] 0.4 0.4 0.38 0.38 0.42 0.42 0.38 0.38 0.32 0.32 ...
.. .. ..$ trials : int [1:1696] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1696] FALSE TRUE FALSE TRUE FALSE TRUE ...
.. ..$ rmbt:'data.frame': 1662 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "rmbt": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 2 2 2 2 2 2 2 2 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 2 2 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 2 2 2 2 ...
.. .. ..$ rt : num [1:1662] 0.34 0.34 0.38 0.38 0.52 0.52 0.5 0.5 0.52 0.52 ...
.. .. ..$ trials : int [1:1662] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1662] TRUE FALSE TRUE FALSE TRUE FALSE ...
.. ..$ rt2t:'data.frame': 1684 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "rt2t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 2 2 3 3 1 1 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ rt : num [1:1684] 0.56 0.56 0.34 0.34 0.38 0.38 0.36 0.36 0.42 0.42 ...
.. .. ..$ trials : int [1:1684] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1684] TRUE FALSE TRUE FALSE TRUE FALSE ...
.. ..$ rt3t:'data.frame': 1686 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "rt3t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 3 3 2 2 3 3 1 1 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ rt : num [1:1686] 0.44 0.44 0.62 0.62 0.4 0.4 0.38 0.38 0.54 0.54 ...
.. .. ..$ trials : int [1:1686] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1686] FALSE TRUE FALSE TRUE FALSE TRUE ...
.. ..$ rt5t:'data.frame': 1382 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "rt5t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 2 2 2 2 1 1 2 2 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 2 2 ...
.. .. ..$ rt : num [1:1382] 0.46 0.46 0.48 0.48 0.36 0.36 0.42 0.42 0.52 0.52 ...
.. .. ..$ trials : int [1:1382] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1382] TRUE FALSE TRUE FALSE TRUE FALSE ...
.. ..$ scat:'data.frame': 1698 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "scat": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 1 1 2 2 1 1 1 1 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 1 1 1 1 ...
.. .. ..$ rt : num [1:1698] 0.52 0.52 0.46 0.46 0.38 0.38 0.32 0.32 0.36 0.36 ...
.. .. ..$ trials : int [1:1698] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1698] TRUE FALSE TRUE FALSE FALSE TRUE ...
.. ..$ ta5t:'data.frame': 1690 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "ta5t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 3 3 3 3 1 1 1 1 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ rt : num [1:1690] 0.52 0.52 0.48 0.48 0.48 0.48 0.42 0.42 0.3 0.3 ...
.. .. ..$ trials : int [1:1690] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1690] TRUE FALSE TRUE FALSE TRUE FALSE ...
.. ..$ vf1t:'data.frame': 1676 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "vf1t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 1 1 1 1 1 1 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 2 2 2 2 2 2 1 1 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 2 2 2 2 2 2 1 1 ...
.. .. ..$ rt : num [1:1676] 0.52 0.52 0.38 0.38 0.32 0.32 0.34 0.34 0.42 0.42 ...
.. .. ..$ trials : int [1:1676] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1676] TRUE FALSE FALSE TRUE FALSE TRUE ...
.. ..$ zk1t:'data.frame': 1612 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "zk1t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 2 2 3 3 3 3 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 2 2 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 2 2 2 2 1 1 1 1 ...
.. .. ..$ rt : num [1:1612] 0.34 0.34 0.5 0.5 0.48 0.48 0.44 0.44 0.32 0.32 ...
.. .. ..$ trials : int [1:1612] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1612] TRUE FALSE FALSE TRUE FALSE TRUE ...
..$ par_names : chr [1:7] "v" "B" "B_Eneutral" "B_Eaccuracy" ...
..$ subjects : num [1:19] 1 2 3 4 5 6 7 8 9 10 ...
..$ n_pars : int 7
..$ nuisance : logi [1:7] FALSE FALSE FALSE FALSE FALSE FALSE ...
..$ n_subjects : int 19
..$ samples :List of 6
.. ..$ theta_mu : num [1:7, 1] NA NA NA NA NA NA NA
.. ..$ theta_var: num [1:7, 1:7, 1] NA NA NA NA NA NA NA NA NA NA ...
.. ..$ a_half : num [1:7, 1] NA NA NA NA NA NA NA
.. ..$ alpha : num [1:7, 1:19, 1] NA NA NA NA NA NA NA NA NA NA ...
.. ..$ stage : chr [1(1d)] "init"
.. ..$ subj_ll : num [1:19, 1] NA NA NA NA NA NA NA NA NA NA ...
..$ sampler_nuis: NULL
..$ type : chr "standard"
..$ init : logi FALSE
..$ prior :List of 5
.. ..$ theta_mu_mean : Named num [1:7] 1 -0.693 0.405 0.693 0 ...
.. ..$ theta_mu_var : num [1:7, 1:7] 1 0 0 0 0 0 0 0 0.09 0 ...
.. ..$ v : num 2
.. ..$ A : Named num [1:7] 0.3 0.3 0.3 0.3 0.3 0.3 0.3
.. ..$ theta_mu_invar: num [1:7, 1:7] 1 0 0 0 0 ...
..$ model :function ()
$ :List of 12
..$ data :List of 19
.. ..$ as1t:'data.frame': 1620 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "as1t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 1 1 1 1 3 3 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 2 2 1 1 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 2 2 1 1 ...
.. .. ..$ rt : num [1:1620] 0.44 0.44 0.5 0.5 0.32 0.32 0.48 0.48 0.34 0.34 ...
.. .. ..$ trials : int [1:1620] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1620] FALSE TRUE FALSE TRUE TRUE FALSE ...
.. ..$ bd6t:'data.frame': 1698 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "bd6t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 2 2 2 2 2 2 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 1 1 1 1 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 1 1 1 1 1 1 2 2 ...
.. .. ..$ rt : num [1:1698] 0.32 0.32 0.4 0.4 0.4 0.4 0.42 0.42 0.34 0.34 ...
.. .. ..$ trials : int [1:1698] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1698] FALSE TRUE TRUE FALSE TRUE FALSE ...
.. ..$ bl1t:'data.frame': 1686 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "bl1t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 2 2 2 2 2 2 3 3 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 2 2 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 2 2 2 2 ...
.. .. ..$ rt : num [1:1686] 0.46 0.46 0.52 0.52 0.46 0.46 0.48 0.48 0.44 0.44 ...
.. .. ..$ trials : int [1:1686] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1686] FALSE TRUE FALSE TRUE TRUE FALSE ...
.. ..$ hsft:'data.frame': 1696 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "hsft": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 2 2 2 2 3 3 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 1 1 2 2 ...
.. .. ..$ rt : num [1:1696] 0.48 0.48 0.4 0.4 0.48 0.48 0.44 0.44 0.48 0.48 ...
.. .. ..$ trials : int [1:1696] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1696] TRUE FALSE TRUE FALSE FALSE TRUE ...
.. ..$ hsgt:'data.frame': 1698 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "hsgt": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 1 1 1 1 1 1 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 2 2 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 2 2 1 1 2 2 2 2 ...
.. .. ..$ rt : num [1:1698] 0.36 0.36 0.34 0.34 0.32 0.32 0.42 0.42 0.32 0.32 ...
.. .. ..$ trials : int [1:1698] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1698] TRUE FALSE FALSE TRUE TRUE FALSE ...
.. ..$ kd6t:'data.frame': 1698 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "kd6t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 1 1 3 3 1 1 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 2 2 2 2 1 1 1 1 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 2 2 1 1 1 1 1 1 ...
.. .. ..$ rt : num [1:1698] 0.36 0.36 0.44 0.44 0.36 0.36 0.44 0.44 0.42 0.42 ...
.. .. ..$ trials : int [1:1698] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1698] TRUE FALSE FALSE TRUE TRUE FALSE ...
.. ..$ kd9t:'data.frame': 1698 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "kd9t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 2 2 1 1 2 2 3 3 1 1 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ rt : num [1:1698] 0.68 0.68 0.74 0.74 0.64 0.64 0.5 0.5 0.48 0.48 ...
.. .. ..$ trials : int [1:1698] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1698] FALSE TRUE FALSE TRUE FALSE TRUE ...
.. ..$ kh6t:'data.frame': 1674 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "kh6t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 2 2 3 3 3 3 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 1 1 1 1 2 2 2 2 ...
.. .. ..$ rt : num [1:1674] 0.36 0.36 0.58 0.58 0.48 0.48 1.26 1.26 0.7 0.7 ...
.. .. ..$ trials : int [1:1674] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1674] FALSE TRUE TRUE FALSE TRUE FALSE ...
.. ..$ kmat:'data.frame': 1692 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "kmat": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 2 2 3 3 2 2 1 1 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 2 2 2 2 ...
.. .. ..$ rt : num [1:1692] 0.42 0.42 0.48 0.48 0.34 0.34 0.3 0.3 0.42 0.42 ...
.. .. ..$ trials : int [1:1692] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1692] FALSE TRUE FALSE TRUE FALSE TRUE ...
.. ..$ ku4t:'data.frame': 1690 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "ku4t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 1 1 3 3 3 3 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 2 2 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 2 2 2 2 ...
.. .. ..$ rt : num [1:1690] 0.4 0.4 0.32 0.32 0.32 0.32 0.4 0.4 0.3 0.3 ...
.. .. ..$ trials : int [1:1690] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1690] TRUE FALSE TRUE FALSE TRUE FALSE ...
.. ..$ na1t:'data.frame': 1696 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "na1t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 3 3 2 2 2 2 1 1 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ rt : num [1:1696] 0.4 0.4 0.38 0.38 0.42 0.42 0.38 0.38 0.32 0.32 ...
.. .. ..$ trials : int [1:1696] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1696] FALSE TRUE FALSE TRUE FALSE TRUE ...
.. ..$ rmbt:'data.frame': 1662 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "rmbt": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 2 2 2 2 2 2 2 2 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 2 2 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 2 2 2 2 ...
.. .. ..$ rt : num [1:1662] 0.34 0.34 0.38 0.38 0.52 0.52 0.5 0.5 0.52 0.52 ...
.. .. ..$ trials : int [1:1662] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1662] TRUE FALSE TRUE FALSE TRUE FALSE ...
.. ..$ rt2t:'data.frame': 1684 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "rt2t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 2 2 3 3 1 1 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ rt : num [1:1684] 0.56 0.56 0.34 0.34 0.38 0.38 0.36 0.36 0.42 0.42 ...
.. .. ..$ trials : int [1:1684] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1684] TRUE FALSE TRUE FALSE TRUE FALSE ...
.. ..$ rt3t:'data.frame': 1686 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "rt3t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 3 3 2 2 3 3 1 1 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 2 2 2 2 1 1 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 2 2 2 2 2 2 1 1 2 2 ...
.. .. ..$ rt : num [1:1686] 0.44 0.44 0.62 0.62 0.4 0.4 0.38 0.38 0.54 0.54 ...
.. .. ..$ trials : int [1:1686] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1686] FALSE TRUE FALSE TRUE FALSE TRUE ...
.. ..$ rt5t:'data.frame': 1382 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "rt5t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 2 2 2 2 1 1 2 2 3 3 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 2 2 ...
.. .. ..$ rt : num [1:1382] 0.46 0.46 0.48 0.48 0.36 0.36 0.42 0.42 0.52 0.52 ...
.. .. ..$ trials : int [1:1382] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1382] TRUE FALSE TRUE FALSE TRUE FALSE ...
.. ..$ scat:'data.frame': 1698 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "scat": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 1 1 2 2 1 1 1 1 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 2 2 1 1 1 1 ...
.. .. ..$ rt : num [1:1698] 0.52 0.52 0.46 0.46 0.38 0.38 0.32 0.32 0.36 0.36 ...
.. .. ..$ trials : int [1:1698] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1698] TRUE FALSE TRUE FALSE FALSE TRUE ...
.. ..$ ta5t:'data.frame': 1690 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "ta5t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 3 3 3 3 1 1 1 1 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ rt : num [1:1690] 0.52 0.52 0.48 0.48 0.48 0.48 0.42 0.42 0.3 0.3 ...
.. .. ..$ trials : int [1:1690] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1690] TRUE FALSE TRUE FALSE TRUE FALSE ...
.. ..$ vf1t:'data.frame': 1676 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "vf1t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 3 3 1 1 1 1 1 1 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 2 2 2 2 2 2 1 1 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 2 2 2 2 2 2 1 1 ...
.. .. ..$ rt : num [1:1676] 0.52 0.52 0.38 0.38 0.32 0.32 0.34 0.34 0.42 0.42 ...
.. .. ..$ trials : int [1:1676] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1676] TRUE FALSE FALSE TRUE FALSE TRUE ...
.. ..$ zk1t:'data.frame': 1612 obs. of 8 variables:
.. .. ..$ subjects: Factor w/ 1 level "zk1t": 1 1 1 1 1 1 1 1 1 1 ...
.. .. ..$ E : Factor w/ 3 levels "speed","neutral",..: 1 1 2 2 3 3 3 3 2 2 ...
.. .. ..$ S : Factor w/ 2 levels "left","right": 1 1 2 2 2 2 1 1 2 2 ...
.. .. ..$ R : Factor w/ 2 levels "left","right": 1 1 2 2 2 2 1 1 1 1 ...
.. .. ..$ rt : num [1:1612] 0.34 0.34 0.5 0.5 0.48 0.48 0.44 0.44 0.32 0.32 ...
.. .. ..$ trials : int [1:1612] 1 1 2 2 3 3 4 4 5 5 ...
.. .. ..$ lR : Factor w/ 2 levels "left","right": 1 2 1 2 1 2 1 2 1 2 ...
.. .. ..$ winner : logi [1:1612] TRUE FALSE FALSE TRUE FALSE TRUE ...
..$ par_names : chr [1:7] "v" "B" "B_Eneutral" "B_Eaccuracy" ...
..$ subjects : num [1:19] 1 2 3 4 5 6 7 8 9 10 ...
..$ n_pars : int 7
..$ nuisance : logi [1:7] FALSE FALSE FALSE FALSE FALSE FALSE ...
..$ n_subjects : int 19
..$ samples :List of 6
.. ..$ theta_mu : num [1:7, 1] NA NA NA NA NA NA NA
.. ..$ theta_var: num [1:7, 1:7, 1] NA NA NA NA NA NA NA NA NA NA ...
.. ..$ a_half : num [1:7, 1] NA NA NA NA NA NA NA
.. ..$ alpha : num [1:7, 1:19, 1] NA NA NA NA NA NA NA NA NA NA ...
.. ..$ stage : chr [1(1d)] "init"
.. ..$ subj_ll : num [1:19, 1] NA NA NA NA NA NA NA NA NA NA ...
..$ sampler_nuis: NULL
..$ type : chr "standard"
..$ init : logi FALSE
..$ prior :List of 5
.. ..$ theta_mu_mean : Named num [1:7] 1 -0.693 0.405 0.693 0 ...
.. ..$ theta_mu_var : num [1:7, 1:7] 1 0 0 0 0 0 0 0 0.09 0 ...
.. ..$ v : num 2
.. ..$ A : Named num [1:7] 0.3 0.3 0.3 0.3 0.3 0.3 0.3
.. ..$ theta_mu_invar: num [1:7, 1:7] 1 0 0 0 0 ...
..$ model :function ()
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